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2101.00178
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UnitedQA: A Hybrid Approach for Open Domain Question Answering
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
1 January 2021
Hao Cheng
Yelong Shen
Xiaodong Liu
Pengcheng He
Weizhu Chen
Jianfeng Gao
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Papers citing
"UnitedQA: A Hybrid Approach for Open Domain Question Answering"
38 / 38 papers shown
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Retrieval-Augmented Generation with Conflicting Evidence
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MedRAG: Enhancing Retrieval-augmented Generation with Knowledge Graph-Elicited Reasoning for Healthcare Copilot
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Coarse-to-Fine Highlighting: Reducing Knowledge Hallucination in Large Language Models
International Conference on Machine Learning (ICML), 2024
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19 Oct 2024
FastFiD: Improve Inference Efficiency of Open Domain Question Answering via Sentence Selection
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235
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MaxMind: A Memory Loop Network to Enhance Software Productivity based on Large Language Models
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KEHRL: Learning Knowledge-Enhanced Language Representations with Hierarchical Reinforcement Learning
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RE-RAG: Improving Open-Domain QA Performance and Interpretability with Relevance Estimator in Retrieval-Augmented Generation
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Jay-Yoon Lee
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305
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09 Jun 2024
GOVERN: Gradient Orientation Vote Ensemble for Multi-Teacher Reinforced Distillation
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Haibo Shi
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177
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Towards a Search Engine for Machines: Unified Ranking for Multiple Retrieval-Augmented Large Language Models
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415
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30 Apr 2024
Harnessing Multi-Role Capabilities of Large Language Models for Open-Domain Question Answering
The Web Conference (WWW), 2024
Hongda Sun
Yuxuan Liu
Chengwei Wu
Haiyu Yan
Cheng Tai
Xin Gao
Shuo Shang
Rui Yan
218
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08 Mar 2024
When Do LLMs Need Retrieval Augmentation? Mitigating LLMs' Overconfidence Helps Retrieval Augmentation
Shiyu Ni
Keping Bi
Jiafeng Guo
Xueqi Cheng
RALM
259
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18 Feb 2024
The Power of Noise: Redefining Retrieval for RAG Systems
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2024
Florin Cuconasu
Giovanni Trappolini
F. Siciliano
Simone Filice
Cesare Campagnano
Y. Maarek
Nicola Tonellotto
Fabrizio Silvestri
RALM
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310
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26 Jan 2024
HyKGE: A Hypothesis Knowledge Graph Enhanced Framework for Accurate and Reliable Medical LLMs Responses
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Ruizhe Zhang
Yongxin Xu
Rihong Qiu
Yue Fang
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Jinyi Tang
Hongxin Ding
Xu Chu
Junfeng Zhao
Yasha Wang
RALM
319
33
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26 Dec 2023
Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Wenhao Yu
Hongming Zhang
Xiaoman Pan
Kaixin Ma
Hongwei Wang
Dong Yu
KELM
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281
169
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15 Nov 2023
On Monotonic Aggregation for Open-domain QA
Interspeech (Interspeech), 2023
Sanghyun Han
Yeonseok Jeong
Seung-won Hwang
Kyungjae Lee
KELM
187
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08 Aug 2023
When to Read Documents or QA History: On Unified and Selective Open-domain QA
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Kyungjae Lee
Sanghyun Han
Seung-won Hwang
Moontae Lee
RALM
204
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07 Jun 2023
Plug-and-Play Knowledge Injection for Pre-trained Language Models
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Zhengyan Zhang
Zhiyuan Zeng
Yankai Lin
Huadong Wang
Deming Ye
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Xu Han
Zhiyuan Liu
Peng Li
Maosong Sun
Jie Zhou
KELM
229
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28 May 2023
Long-Tailed Question Answering in an Open World
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Yinpei Dai
Hao Lang
Yinhe Zheng
Fei Huang
Yongbin Li
VLM
177
10
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11 May 2023
Chain-of-Skills: A Configurable Model for Open-domain Question Answering
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Kaixin Ma
Hao Cheng
Yu Zhang
Xiaodong Liu
Eric Nyberg
Jianfeng Gao
LRM
199
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04 May 2023
Language Model Crossover: Variation through Few-Shot Prompting
ACM Transactions on Evolutionary Learning and Optimization (TELO), 2023
Elliot Meyerson
M. Nelson
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Adam Gaier
Arash Moradi
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Joel Lehman
VLM
478
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23 Feb 2023
Retrieval as Attention: End-to-end Learning of Retrieval and Reading within a Single Transformer
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Zhengbao Jiang
Luyu Gao
Jun Araki
Haibo Ding
Zhiruo Wang
Jamie Callan
Graham Neubig
RALM
284
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FiE: Building a Global Probability Space by Leveraging Early Fusion in Encoder for Open-Domain Question Answering
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Akhil Kedia
Mohd Abbas Zaidi
Haejun Lee
182
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18 Nov 2022
A Survey for Efficient Open Domain Question Answering
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Qin Zhang
Shan Chen
Dongkuan Xu
Qingqing Cao
Xiaojun Chen
Trevor Cohn
Meng Fang
206
40
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15 Nov 2022
Open-domain Question Answering via Chain of Reasoning over Heterogeneous Knowledge
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Kaixin Ma
Hao Cheng
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Eric Nyberg
Jianfeng Gao
LRM
346
21
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22 Oct 2022
Generate rather than Retrieve: Large Language Models are Strong Context Generators
International Conference on Learning Representations (ICLR), 2022
Wenhao Yu
Dan Iter
Shuohang Wang
Yichong Xu
Mingxuan Ju
Soumya Sanyal
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RALM
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Optimizing Test-Time Query Representations for Dense Retrieval
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Mujeen Sung
Jungsoo Park
Jaewoo Kang
Danqi Chen
Jinhyuk Lee
213
7
0
25 May 2022
Teaching language models to support answers with verified quotes
Jacob Menick
Maja Trebacz
Vladimir Mikulik
John Aslanides
Francis Song
...
Mia Glaese
Susannah Young
Lucy Campbell-Gillingham
G. Irving
Nat McAleese
ELM
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308
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21 Mar 2022
Choose Your QA Model Wisely: A Systematic Study of Generative and Extractive Readers for Question Answering
Man Luo
Kazuma Hashimoto
Semih Yavuz
Zhiwei Liu
Chitta Baral
Yingbo Zhou
177
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0
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A Survey of Knowledge-Intensive NLP with Pre-Trained Language Models
Da Yin
Li Dong
Hao Cheng
Xiaodong Liu
Kai-Wei Chang
Furu Wei
Jianfeng Gao
KELM
198
36
0
17 Feb 2022
WebGPT: Browser-assisted question-answering with human feedback
Reiichiro Nakano
Jacob Hilton
S. Balaji
Jeff Wu
Ouyang Long
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Gretchen Krueger
Kevin Button
Matthew Knight
B. Chess
John Schulman
ALM
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492
1,624
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Open Domain Question Answering with A Unified Knowledge Interface
Kaixin Ma
Hao Cheng
Xiaodong Liu
Eric Nyberg
Jianfeng Gao
RALM
308
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KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
Donghan Yu
Chenguang Zhu
Yuwei Fang
Wenhao Yu
Shuohang Wang
Yichong Xu
Xiang Ren
Yiming Yang
Michael Zeng
247
103
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R2-D2: A Modular Baseline for Open-Domain Question Answering
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Martin Fajcik
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Karel Ondrej
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146
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Domain-Specific Pretraining for Vertical Search: Case Study on Biomedical Literature
Yu Wang
Jinchao Li
Tristan Naumann
Chenyan Xiong
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Eric Horvitz
Paul N. Bennett
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OOD
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NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned
Neural Information Processing Systems (NeurIPS), 2021
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Jordan L. Boyd-Graber
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Michael Schlichtkrull
Sonal Gupta
Yashar Mehdad
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287
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01 Jan 2021
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